Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for rl
rl
x
1,054 search results found
Reinforcement Learning
⭐
19,193
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Dopamine
⭐
10,248
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Spinningup
⭐
9,367
An educational resource to help anyone learn deep reinforcement learning.
Awesome Rl
⭐
8,195
Reinforcement learning resources curated
Stable Baselines3
⭐
7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Practical_rl
⭐
5,572
A course in reinforcement learning in the wild
Financial Machine Learning
⭐
5,277
A curated list of practical financial machine learning tools and applications.
Elf
⭐
3,345
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
Agents
⭐
2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
Deep Reinforcement Learning Hands On
⭐
2,527
Hands-on Deep Reinforcement Learning, published by Packt
Rl Adventure
⭐
2,450
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
Alphazero_gomoku
⭐
2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Rl Stock
⭐
2,419
📈 如何用深度强化学习自动炒股
Minimalrl
⭐
2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Coach
⭐
2,304
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
Muzero General
⭐
2,203
MuZero
Papers Literature Ml Dl Rl Ai
⭐
1,798
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Garage
⭐
1,677
A toolkit for reproducible reinforcement learning research.
Rl
⭐
1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
Rl Baselines3 Zoo
⭐
1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Introrl
⭐
1,535
Intro to Reinforcement Learning (强化学习纲要)
Bsuite
⭐
1,410
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
Noreward Rl
⭐
1,315
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Awesome Deep Rl
⭐
1,225
For deep RL and the future of AI.
Awesome Reinforcement Learning Zh
⭐
1,175
中文整理的强化学习资料(Reinforcement Learning)
D3rlpy
⭐
1,149
An offline deep reinforcement learning library
Rl Baselines Zoo
⭐
1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Basic_reinforcement_learning
⭐
978
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Deeprlhacks
⭐
959
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
Gym Pybullet Drones
⭐
931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
Nle
⭐
915
The NetHack Learning Environment
Smac
⭐
881
SMAC: The StarCraft Multi-Agent Challenge
Smarts
⭐
853
Scalable Multi-Agent RL Training School for Autonomous Driving
Awesome Rl Envs
⭐
835
Tc Bot
⭐
799
User Simulation for Task-Completion Dialogues
Rl
⭐
782
The Robotics Library (RL) is a self-contained C++ library for rigid body kinematics and dynamics, motion planning, and control.
Maro
⭐
765
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
Mushroom Rl
⭐
765
Python library for Reinforcement Learning.
Seed_rl
⭐
755
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
Scalable_agent
⭐
746
A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
Sample Factory
⭐
692
High throughput synchronous and asynchronous reinforcement learning
Gym Gazebo
⭐
673
Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version
Slimevolleygym
⭐
667
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
Pytorch Maml Rl
⭐
645
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
Polyrnn Pp Pytorch
⭐
634
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
Rosettastone
⭐
629
Hearthstone simulator using C++ with some reinforcement learning
Rlseq2seq
⭐
610
Deep Reinforcement Learning For Sequence to Sequence Models
Rl_games
⭐
603
RL implementations
Hanabi Learning Environment
⭐
597
hanabi_learning_environment is a research platform for Hanabi experiments.
Rliable
⭐
588
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
Rl Starter Files
⭐
571
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
Rlzoo
⭐
561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
Torchbeast
⭐
560
A PyTorch Platform for Distributed RL
Flappybird
⭐
555
基于Java基础类库编写的Flappy Bird
Sumo Rl
⭐
545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
Awesome Monte Carlo Tree Search Papers
⭐
537
A curated list of Monte Carlo tree search papers with implementations.
Neptune Client
⭐
518
📘 The MLOps stack component for experiment tracking
Awesome Deep Rl
⭐
477
A curated list of awesome Deep Reinforcement Learning resources.
Tensorflow Reinforce
⭐
477
Implementations of Reinforcement Learning Models in Tensorflow
Robotics Rl Srl
⭐
455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Recsim
⭐
454
A Configurable Recommender Systems Simulation Platform
Batch_rl
⭐
443
Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
Rl Tutorial Jnrr19
⭐
442
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
Real Time Ml Project
⭐
437
A curated list of applied machine learning and data science notebooks and libraries across different industries.
Ppo For Beginners
⭐
427
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-w
Ns3 Gym
⭐
427
ns3-gym - The Playground for Reinforcement Learning in Networking Research
Furniture
⭐
418
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
Matterport3dsimulator
⭐
414
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
Irl Imitation
⭐
412
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Rl Teacher
⭐
410
Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback
Tf2rl
⭐
408
TensorFlow2 Reinforcement Learning
Papers In 100 Lines Of Code
⭐
395
Implementation of papers in 100 lines of code.
Citylearn
⭐
392
Official reinforcement learning environment for demand response and load shaping
Convlab
⭐
391
DSTC8 Track 1 Task 1 End-to-End Multi-Domain Dialog Challenge Result:
Pytorch Drl
⭐
387
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stable Baselines3 Contrib
⭐
384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
Reinforcement Implementation
⭐
380
Implementation of benchmark RL algorithms
Maml_rl
⭐
379
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
Genrl
⭐
375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
Drq
⭐
369
DrQ: Data regularized Q
Lagom
⭐
365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Rl Book
⭐
362
Snake Ga
⭐
360
AI Agent that learns how to play Snake with Deep Q-Learning
Reinforcement_learning_tutorial_with_demo
⭐
357
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Pytorch Rl
⭐
356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Deep_rl_trader
⭐
337
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
Machine Learning Is All You Need
⭐
337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Gym_torcs
⭐
337
Meta Rl
⭐
332
Implementation of Meta-RL A3C algorithm
Alphagozero Python Tensorflow
⭐
330
Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)
Openai_lab
⭐
314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Recnn
⭐
313
Reinforced Recommendation toolkit build around pytorch 1.7
Tonic
⭐
312
Tonic RL library
Spriteworld
⭐
306
Spriteworld: a flexible, configurable python-based reinforcement learning environment
Deep Learning Nlp Rl Papers
⭐
286
Recent Deep Learning papers in NLU and RL
Reinforcement Learning Stanford
⭐
283
🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉
Rad
⭐
273
RAD: Reinforcement Learning with Augmented Data
Dm_env
⭐
271
A Python interface for reinforcement learning environments
Deep Rl
⭐
270
Collection of Deep Reinforcement Learning algorithms
Related Searches
Python Rl (1,298)
Reinforcement Learning Rl (649)
Jupyter Notebook Rl (396)
Deep Learning Rl (327)
1-100 of 1,054 search results
Next >
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.